Gunnar Tufte
Gunnar Tufte
Professor; Deputy Head of Department for Research; Head of the PhD Program in Computer Science
gunnar.tufte@ntnu.no
About
I am a member of thee Computing research group. Main interest: --- Unconventional Machines: Architecture, Design and Computation.
Research:
Keywords: Vast Parallel Architectures, nanosystems, Bio-Inspired Hardware and Methods, Artificial Development, Evolutionary Computation, Evolvable Hardware, Artificial Life, cellular computing, cellular automata, self-replication, reconfigurable hardware.
The overal subject of computer architecture research at the Computing (COMP) research group is parallelism. Rsearch related to parallel machines and massive parallel processing. The target for our research is toward a future of massive parallelism. Topics include: computer architecture, the hardware/software interface, energy effcient computation, future materials and technology..
My approach is toward unconventional machines. At the architecture level: vast parallel machine architectures exploring the possibility of computation from simple computing elements with only local communication. At the technology level my research intrest is toward computational materials, such as: evolving nanosystems in the NASCENCE (NAnoSCale Engineering for Novel Computation using Evolution) project,or NTNU Morphogenetic Engineering initiative. Resently I have work on nanomagnetic systems as a substrate for novel computing devices in projects funded by NFR : SOCRATES (Self-Organizing Computational substRATES) and the SPrINTER projects, and in the EU funded FET-Open SpinENGINE project.
Research
The overal subject of computer architecture research at the Computing (COMP) research group is parallelism. Rsearch related to parallel machines and massive parallel processing. The target for our research is toward a future of massive parallelism. Topics include: computer architecture, the hardware/software interface, energy effcient computation, future materials and technology..
My approach is toward unconventional machines. At the architecture level: vast parallel machine architectures exploring the possibility of computation from simple computing elements with only local communication. At the technology level my research intrest is toward computational materials, such as: evolving nanosystems in the NASCENCE (NAnoSCale Engineering for Novel Computation using Evolution) project,or NTNU Morphogenetic Engineering initiative. Resently I have worked on nanomagnetic systems as a substrate for novel computing devices in the NFR funded SOCRATES project and the SPrINTER projects. and in the EU funded FET-Open SpinENGINE project.
SpinENGINE
The SpinENGINE project will lay the foundations for a new, massively parallel, platform based on emergent behaviour in nanomagnet ensembles.
The SpinEngine project has received funding from the European Union’s Horizon 2020 FET-Open programme
SPrINTER
The SPrINTER project aims at creating a radically new technology for low-power spin-based computing. SPrINTER is partially funded by the Norwegian Research Council (NFR). Researcher Project for Technological Convergence under the project agreement 331821.
flatspin
flatspin: A Large-Scale Artificial Spin Ice Simulator.
flatspin is open-source software. under under the GPLv3 license. flatspin is developed and maintained by an interdisciplinary group of researchers at NTNU.
Publications
2023
-
Pontes Filho, Sidney;
Nichele, Stefano;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Sandvig, Ioanna.
(2023)
Optimization of dynamical systems towards criticality and intelligent behavior.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
2022
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings.
MIC Journal: Modeling, Identification and Control
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Lealiaert, Jonathan;
Själander, Magnus.
(2022)
Flatspin: A large-scale artificial spin ice simulator.
Physical review B (PRB)
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embedding.
MIC Journal: Modeling, Identification and Control
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
2021
-
Penty, Arthur George;
Tufte, Gunnar.
(2021)
A Representation of Artificial Spin Ice for Evolutionary Search.
MIT Press
Academic chapter/article/Conference paper
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control.
MIC Journal: Modeling, Identification and Control
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
2020
-
Sandvig, Axel;
Sandvig, Ioanna;
Tufte, Gunnar;
Ramstad, Ola Huse.
(2020)
Neural disorder at the edge of chaos.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
-
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2020)
Reservoir Computing in Artificial Spin Ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Själander, Magnus;
Folven, Erik.
(2020)
flatspin: A Large-Scale Artificial Spin Ice Simulator.
arXiv.org
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo.
(2020)
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Springer
Academic chapter/article/Conference paper
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo.
(2020)
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality.
Cognitive Neurodynamics
Academic article
-
Jensen, Johannes H.;
Folven, Erik;
Tufte, Gunnar.
(2020)
Computation in artificial spin ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
2019
-
Pontes-Filho, Sidney;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna.
(2019)
A general representation of dynamical systems for reservoir computing.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2019)
Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models.
Lecture Notes in Computer Science (LNCS)
Academic article
2018
-
Jensen, Johannes Høydahl;
Folven, Erik;
Tufte, Gunnar.
(2018)
Computation in artificial spin ice.
MIT Press
Academic chapter/article/Conference paper
2017
-
Laketic, Dragana;
Tufte, Gunnar.
(2017)
Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
MIT Press
Academic chapter/article/Conference paper
-
Jensen, Johannes;
Tufte, Gunnar.
(2017)
Reservoir Computing with a Chaotic Circuit.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Ose, Mathias Berild;
Risi, Sebastian;
Tufte, Gunnar.
(2017)
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Nichele, Stefano;
Risi, Sebastian;
Tufte, Gunnar;
Beloff, Laura.
(2017)
Towards a Plant Bio-Machine.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Farstad, Sigve Sebastian;
Tufte, Gunnar.
(2017)
Universality of Evolved Cellular Automata in-Materio.
International Journal of Unconventional Computing
Academic article
-
Aaser, Peter;
Knudsen, Martinius;
Huse Ramstad, Ola;
van de Wijdeven, Rosanne;
Nichele, Stefano;
Sandvig, Ioanna.
(2017)
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
MIT Press
Academic chapter/article/Conference paper
2016
-
Laketic, Dragana;
Tufte, Gunnar.
(2016)
A hierarchical view on Evolution-In-Materio computations.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Giskeødegård, Andreas;
Tufte, Gunnar.
(2016)
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artificial Life
Academic article
-
Nichele, Stefano;
Glover, Tom;
Tufte, Gunnar.
(2016)
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Springer
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano.
(2016)
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Farstad, Sigve Sebastian;
Nichele, Stefano;
Tufte, Gunnar.
(2016)
Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Jensen, Johannes Høydahl;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Dynamics in Carbon Nanotubes for In-Materio Computation.
International Journal On Advances in Systems and Measurements
Academic article
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Evolution-in-Materio of a dynamical system with dynamical structures.
MIT Press
Academic chapter/article/Conference paper
2015
-
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen.
(2015)
Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano;
Tufte, Gunnar.
(2015)
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
MIT Press
Academic chapter/article/Conference paper
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Massey, Mark K.;
Petty, Michael C..
(2015)
Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites.
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Academic article
-
Brandslet, Steinar;
Umuroglu, Yaman;
Tufte, Gunnar.
(2015)
Tre måneder på å gjøre det umulige.
Gemini
Article in business/trade/industry journal
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems.
Doktoravhandlinger ved NTNU (31)
Doctoral dissertation
2014
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression.
Advances in Intelligent Systems and Computing
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K..
(2014)
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Lykkebø, Odd Rune Strømmen;
Harding, Simon;
Tufte, Gunnar;
Miller, Julian F..
(2014)
Mecobo: A hardware and software platform for in materio evolution.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar.
(2014)
Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence
Academic article
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2014)
Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Mohid, Maktuba;
Miller, Julian;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K..
(2014)
Evolution-in-materio: Solving function optimization problems using materials.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Wold, Håkon Hjelde;
Tufte, Gunnar.
(2014)
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Springer
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2014)
Investigation of Developmental Mechanisms in Common Developmental Genomes.
Springer Publishing Company
Academic chapter/article/Conference paper
2013
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Evolution of Incremental Complex Behavior on Cellular Machines.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Springer
Academic chapter/article/Conference paper
2012
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
SciTePress
Academic chapter/article/Conference paper
-
Broersma, Hajo;
Gomez, Faustino;
Miller, Julian F.;
Petty, Mike;
Tufte, Gunnar.
(2012)
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
International Journal of Unconventional Computing
Academic article
-
Nichele, Stefano;
Tufte, Gunnar.
(2012)
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
Springer
Academic chapter/article/Conference paper
-
Stepney, Susan;
Diaconescu, Ada;
Doursat, René;
Giavitto, Jean-Louis;
Kowaliw, Taras;
Leyser, Ottoline.
(2012)
Gardening Cyber-Physical Systems.
Lecture Notes in Computer Science (LNCS)
Abstract
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
Is Common Developmental Genome a Panacea Towards More Complex Problems?.
IEEE conference proceedings
Academic chapter/article/Conference paper
2011
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory.
Nano Communication Networks
Academic article
-
Tufte, Gunnar.
(2011)
Evolution of Development - The Next Step to Go?.
IEEE CIS Newsletter on Autonomous Mental Developmen
Short communication
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Nichele, Stefano.
(2011)
On the correlations between developmental diversity and genomic composition.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable Of Developing Distinct Computational Architectures.
IEEE Transactions on Evolutionary Computation
Academic article
-
Tufte, Gunnar.
(2011)
Metamorphosis and Artificial Development: An Abstract Approach to Functionality.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Adaptation in Tissue Sustained by Hormonal Loops.
Lecture Notes in Computer Science (LNCS)
Academic article
2010
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
Institute for Systems and Technologies of Information, Control and Communication
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2010)
Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
International Academy, Research and Industry Association (IARIA)
Academic chapter/article/Conference paper
2009
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
Institute for Systems and Technologies of Information, Control and Communication
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantin;
Tufte, Gunnar.
(2009)
Possibilities and Contraints of Basic Computational Units in Developmental Systems.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
Evolvable Machines: An EvoDevo Approach.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
The Discrete Dynamics of Developmental Systems.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Santini, Cristina Costa;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Bio-inspired Reverse Engineering of Regulatory Networks.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
Adapting to Fluctuating Environments - Learning from Living Systems.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
IntechOpen
Academic chapter/article/Conference paper
2008
-
Jaccheri, Letizia;
Trifonova, Anna;
Tufte, Gunnar;
Gangvik, Espen.
(2008)
The Open Wall.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
MIT Press
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Gangvik, Espen.
(2008)
Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar.
(2008)
Discovery and Investigation of Inherent Scalability in Developmental Genomes.
Lecture Notes in Computer Science (LNCS)
Academic article
2007
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Identification of Functionality during Development on a Virtual Sblock FPGA.
IEEE conference proceedings
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Achieving environmental tolerance through the initiation and exploitation of external information.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity.
Lecture Notes in Computer Science (LNCS)
Academic article
2006
-
Tufte, Gunnar.
(2006)
Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Thomassen, Joacim.
(2006)
Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
ACM Publications
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2006)
Cellular Development: A Search for Functionality.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
2005
-
Tufte, Gunnar.
(2005)
Mikroprosessorar - ein del av kvardagen.
NRK.no
Popular scientific article
-
Tufte, Gunnar;
Haddow, Pauline.
(2005)
Towards Development on a Silicon-based Cellular Computing Machine.
Natural Computing
Academic article
2004
-
Tufte, Gunnar.
(2004)
Development of Digital Circuits on a Virtual Sblock FPGA.
NTNU
Doctoral dissertation
-
Tufte, Gunnar;
Haddow, Pauline.
(2004)
Biologically-inspired: A rule-based self-reconfiguration of a virtex chip.
Lecture Notes in Computer Science (LNCS)
Academic article
2003
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2003)
Evolvable Hardware: Pumping Life into Dead Silicon.
Elsevier
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2003)
Building Knowledge into Developmental Rules for Circuite Design.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Djupdal, Asbjørn;
Tufte, Gunnar;
Aunet, Snorre.
(2003)
Konstruksjon av maskinvare for kjøring av sblokk-baserte eksperimenter.
NTNU
Masters thesis
2002
-
Tufte, Gunnar.
(2002)
Evolusjonær maskinvare.
Encyclopedia article
2001
-
Haddow, Pauline;
Tufte, Gunnar.
(2001)
Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2001)
Shrinking the Genotype: L-systems for EHW ?.
Lecture Notes in Computer Science (LNCS)
Academic article
2000
-
Tufte, Gunnar;
Haddow, Pauline.
(2000)
Evolving an adaptive digital filter.
IEEE conference proceedings
Other
-
Haddow, Pauline;
Tufte, Gunnar.
(2000)
An evolvable hardware FPGA for adaptive hardware.
IEEE conference proceedings
Other
1999
-
Haddow, Pauline;
Tufte, Gunnar.
(1999)
Evolving A Robot Controller in Hardware.
Tapir Akademisk Forlag
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(1999)
Prototyping a GA Pipeline for Complete Hardware Evolution.
IEEE conference proceedings
Other
Journal publications
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings.
MIC Journal: Modeling, Identification and Control
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Lealiaert, Jonathan;
Själander, Magnus.
(2022)
Flatspin: A large-scale artificial spin ice simulator.
Physical review B (PRB)
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embedding.
MIC Journal: Modeling, Identification and Control
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control.
MIC Journal: Modeling, Identification and Control
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
-
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2020)
Reservoir Computing in Artificial Spin Ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Själander, Magnus;
Folven, Erik.
(2020)
flatspin: A Large-Scale Artificial Spin Ice Simulator.
arXiv.org
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo.
(2020)
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality.
Cognitive Neurodynamics
Academic article
-
Jensen, Johannes H.;
Folven, Erik;
Tufte, Gunnar.
(2020)
Computation in artificial spin ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2019)
Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Nichele, Stefano;
Ose, Mathias Berild;
Risi, Sebastian;
Tufte, Gunnar.
(2017)
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Nichele, Stefano;
Farstad, Sigve Sebastian;
Tufte, Gunnar.
(2017)
Universality of Evolved Cellular Automata in-Materio.
International Journal of Unconventional Computing
Academic article
-
Nichele, Stefano;
Giskeødegård, Andreas;
Tufte, Gunnar.
(2016)
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artificial Life
Academic article
-
Nichele, Stefano;
Jensen, Johannes Høydahl;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Dynamics in Carbon Nanotubes for In-Materio Computation.
International Journal On Advances in Systems and Measurements
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Massey, Mark K.;
Petty, Michael C..
(2015)
Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites.
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Academic article
-
Brandslet, Steinar;
Umuroglu, Yaman;
Tufte, Gunnar.
(2015)
Tre måneder på å gjøre det umulige.
Gemini
Article in business/trade/industry journal
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression.
Advances in Intelligent Systems and Computing
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K..
(2014)
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Lykkebø, Odd Rune Strømmen;
Harding, Simon;
Tufte, Gunnar;
Miller, Julian F..
(2014)
Mecobo: A hardware and software platform for in materio evolution.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar.
(2014)
Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence
Academic article
-
Broersma, Hajo;
Gomez, Faustino;
Miller, Julian F.;
Petty, Mike;
Tufte, Gunnar.
(2012)
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
International Journal of Unconventional Computing
Academic article
-
Stepney, Susan;
Diaconescu, Ada;
Doursat, René;
Giavitto, Jean-Louis;
Kowaliw, Taras;
Leyser, Ottoline.
(2012)
Gardening Cyber-Physical Systems.
Lecture Notes in Computer Science (LNCS)
Abstract
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory.
Nano Communication Networks
Academic article
-
Tufte, Gunnar.
(2011)
Evolution of Development - The Next Step to Go?.
IEEE CIS Newsletter on Autonomous Mental Developmen
Short communication
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable Of Developing Distinct Computational Architectures.
IEEE Transactions on Evolutionary Computation
Academic article
-
Tufte, Gunnar.
(2011)
Metamorphosis and Artificial Development: An Abstract Approach to Functionality.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Adaptation in Tissue Sustained by Hormonal Loops.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar;
Gangvik, Espen.
(2008)
Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar.
(2008)
Discovery and Investigation of Inherent Scalability in Developmental Genomes.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar.
(2005)
Mikroprosessorar - ein del av kvardagen.
NRK.no
Popular scientific article
-
Tufte, Gunnar;
Haddow, Pauline.
(2005)
Towards Development on a Silicon-based Cellular Computing Machine.
Natural Computing
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2004)
Biologically-inspired: A rule-based self-reconfiguration of a virtex chip.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2003)
Building Knowledge into Developmental Rules for Circuite Design.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2001)
Shrinking the Genotype: L-systems for EHW ?.
Lecture Notes in Computer Science (LNCS)
Academic article
Part of book/report
-
Penty, Arthur George;
Tufte, Gunnar.
(2021)
A Representation of Artificial Spin Ice for Evolutionary Search.
MIT Press
Academic chapter/article/Conference paper
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo.
(2020)
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Springer
Academic chapter/article/Conference paper
-
Pontes-Filho, Sidney;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna.
(2019)
A general representation of dynamical systems for reservoir computing.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Jensen, Johannes Høydahl;
Folven, Erik;
Tufte, Gunnar.
(2018)
Computation in artificial spin ice.
MIT Press
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2017)
Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
MIT Press
Academic chapter/article/Conference paper
-
Jensen, Johannes;
Tufte, Gunnar.
(2017)
Reservoir Computing with a Chaotic Circuit.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Risi, Sebastian;
Tufte, Gunnar;
Beloff, Laura.
(2017)
Towards a Plant Bio-Machine.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Aaser, Peter;
Knudsen, Martinius;
Huse Ramstad, Ola;
van de Wijdeven, Rosanne;
Nichele, Stefano;
Sandvig, Ioanna.
(2017)
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
MIT Press
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2016)
A hierarchical view on Evolution-In-Materio computations.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Glover, Tom;
Tufte, Gunnar.
(2016)
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Springer
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano.
(2016)
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Farstad, Sigve Sebastian;
Nichele, Stefano;
Tufte, Gunnar.
(2016)
Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Evolution-in-Materio of a dynamical system with dynamical structures.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen.
(2015)
Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano;
Tufte, Gunnar.
(2015)
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2014)
Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Mohid, Maktuba;
Miller, Julian;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K..
(2014)
Evolution-in-materio: Solving function optimization problems using materials.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Wold, Håkon Hjelde;
Tufte, Gunnar.
(2014)
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Springer
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2014)
Investigation of Developmental Mechanisms in Common Developmental Genomes.
Springer Publishing Company
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Evolution of Incremental Complex Behavior on Cellular Machines.
MIT Press
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Springer
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
SciTePress
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2012)
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
Springer
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
Is Common Developmental Genome a Panacea Towards More Complex Problems?.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Nichele, Stefano.
(2011)
On the correlations between developmental diversity and genomic composition.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
Institute for Systems and Technologies of Information, Control and Communication
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2010)
Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
International Academy, Research and Industry Association (IARIA)
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
Institute for Systems and Technologies of Information, Control and Communication
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantin;
Tufte, Gunnar.
(2009)
Possibilities and Contraints of Basic Computational Units in Developmental Systems.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
Evolvable Machines: An EvoDevo Approach.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
The Discrete Dynamics of Developmental Systems.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Santini, Cristina Costa;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Bio-inspired Reverse Engineering of Regulatory Networks.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
Adapting to Fluctuating Environments - Learning from Living Systems.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
IntechOpen
Academic chapter/article/Conference paper
-
Jaccheri, Letizia;
Trifonova, Anna;
Tufte, Gunnar;
Gangvik, Espen.
(2008)
The Open Wall.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
MIT Press
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Identification of Functionality during Development on a Virtual Sblock FPGA.
IEEE conference proceedings
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Achieving environmental tolerance through the initiation and exploitation of external information.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2006)
Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Thomassen, Joacim.
(2006)
Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
ACM Publications
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2006)
Cellular Development: A Search for Functionality.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2003)
Evolvable Hardware: Pumping Life into Dead Silicon.
Elsevier
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2002)
Evolusjonær maskinvare.
Encyclopedia article
-
Haddow, Pauline;
Tufte, Gunnar.
(2001)
Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2000)
Evolving an adaptive digital filter.
IEEE conference proceedings
Other
-
Haddow, Pauline;
Tufte, Gunnar.
(2000)
An evolvable hardware FPGA for adaptive hardware.
IEEE conference proceedings
Other
-
Haddow, Pauline;
Tufte, Gunnar.
(1999)
Evolving A Robot Controller in Hardware.
Tapir Akademisk Forlag
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(1999)
Prototyping a GA Pipeline for Complete Hardware Evolution.
IEEE conference proceedings
Other
Report
-
Pontes Filho, Sidney;
Nichele, Stefano;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Sandvig, Ioanna.
(2023)
Optimization of dynamical systems towards criticality and intelligent behavior.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
-
Sandvig, Axel;
Sandvig, Ioanna;
Tufte, Gunnar;
Ramstad, Ola Huse.
(2020)
Neural disorder at the edge of chaos.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems.
Doktoravhandlinger ved NTNU (31)
Doctoral dissertation
-
Tufte, Gunnar.
(2004)
Development of Digital Circuits on a Virtual Sblock FPGA.
NTNU
Doctoral dissertation
-
Djupdal, Asbjørn;
Tufte, Gunnar;
Aunet, Snorre.
(2003)
Konstruksjon av maskinvare for kjøring av sblokk-baserte eksperimenter.
NTNU
Masters thesis
Teaching
Courses
Media
2023
-
Academic lectureJensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Leliaert, Jonathan; Själander, Hans Magnus. (2023) flatspin: A Large-Scale Artificial Spin Ice Simulator. IEEE IEEE Advances in Magnetics 2023 , Moena 2023-01-15 - 2023-01-18
2022
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Academic lectureTufte, Gunnar. (2022) Future scenarios and AI: Material computation Unconventional computation Bio-inspired AI . NTNU Seksjon for etter- og videreutdanning Artificial Intelligence and Design Thinking , Trondheim 2022-09-30 - 2022-09-30
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Academic lectureTufte, Gunnar. (2022) On Unconventional Computing: Artificial Spin Ice (ASI). "Ettore Majorana" Fundation and centere for scientific cult Unconventional Computing - Erice , Erice Sicily 2022-10-20 - 2022-10-26
2021
-
Academic lectureTufte, Gunnar. (2021) Material Computation: Matter, Models and Metrics. NAIL-NORA Norwegian Artificial Intelligence Research Consortium 2021-04-23 - 2021-07-23
-
Academic lecturePenty, Arthur George; Tufte, Gunnar. (2021) Sculpting the Spin Ice for Computation. The International Conference on Unconventional Computation and Natural Computation (UCNC) , Helsinki 2021-10-18 - 2021-10-22
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Programme participationNTNU, NTNU; Tufte, Gunnar; Ramampiaro, Heri. (2021) Hvor smart er kunstig intelligens?. https://shows.acast.com/de-store-sporsmalene/episodes/hvor-s https://shows.acast.com/de-store-sporsmalene/episodes/hvor-s [Internet] 2021-01-19
-
Academic lectureTufte, Gunnar. (2021) Future scenarios and AI . NTNU Seksjon for etter- og videreutdanning Artificial Intelligence and Design Thinking , Trondheim 2021-10-01 - 2021-10-01
-
Academic lectureHeiney, Kristine; Tufte, Gunnar; Nichele, Stefano. (2021) On Artificial Life and Emergent Computation in Physical Substrates. International Conference on High Performance Computing & Simulation 2021-03-22 - 2021-03-26
2020
-
Academic lectureVie, Knut Jørgen; Thorstensen, Erik; Gjefsen, Mads Dahl; Nichele, Stefano; Tufte, Gunnar. (2020) Ethical Tissues. Chalmers AI Research Centre The 32nd annual workshop of the Swedish Artificial Intelligence Society , Zoom 2020-06-16 - 2020-06-17
-
Popular scientific lectureTufte, Gunnar. (2020) Computing and materials for thought processes. BRAIN BRAIN Talks , Trondheim 2020-02-19 - 2020-02-19
-
Academic lecturePontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo. (2020) EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. Pedro Castillo 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation , Seville 2020-04-15 - 2020-04-17
-
Academic lectureJensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Själander, Magnus; Folven, Erik. (2020) Introducing flatspin. Enabling Large Scale Dynamical Artificial Spin Ice Simulations. Magnetism and Magnetic Materials 2020 2020-11-02 - 2020-11-06
2019
-
LectureTufte, Gunnar. (2019) SOCRATES AI-grunnforskning. NTNU og Norwegian Open AI Lab Norwegian Open AI Lab. Presentasjon/diskusjon med Kommunal- og moderniseringsdepartementet (Digitaliseringsminister) , Trondheim 2019-02-05 - 2019-02-05
-
Academic lectureTufte, Gunnar. (2019) Neurons and nano systems: the next computer?. NTNU The Big Challenge Science festival , Trondheim 2019-06-16 - 2019-06-19
-
Academic lectureLykkebø, Odd Rune Strømmen; Jensen, Johannes Høydahl; Penty, Arthur George; Strømberg, Anders; Själander, Magnus; Folven, Erik. (2019) Emergent computation on a magnetic lattice. Susan Stepney First International Workshop on Theoretical and Experimental Material Computing (TEMC 2019) , Tokyo 2019-06-03 - 2019-06-03
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Academic lectureStrømberg, Anders; Digernes, Einar; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Co-existing Ferromagnetic-Antiferromagnetic Order in a Magnetic Metamaterial. NTNU Nano Norwegian NanoSymposium 2019 , Trondheim 2019-10-16 - 2019-10-17
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Academic lectureStrømberg, Anders; Digernes, Einar; Slöetjes, Samuel Dingeman; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein. (2019) Magnetic Force Microscopy of Intermediate Angle Pinwheel Artificial Spin Ice. The European Magnetism Association Joint European Magnetic Symposia 2019 , Uppsala 2019-08-26 - 2019-08-30
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Academic lectureStrømberg, Anders; Jensen, Johannes Høydahl; Tufte, Gunnar; Folven, Erik. (2019) Long-Range Order in Tightly Packed Pinwheel Artificial Spin Ice . Norwegian NanoNetwork NanoNetwork 2019 , Tromsø 2019-06-17 - 2019-06-19
-
LectureTufte, Gunnar. (2019) Maverick machines: From Matter to Inteligence. NTNU/Online Catch IDI! , Trondheim 2019-01-25 - 2019-01-25
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PosterStrømberg, Anders; Penty, Arthur George; Jensen, Johannes Høydahl; Lykkebø, Odd Rune Strømmen; Själander, Magnus; Tufte, Gunnar. (2019) Unconventional Computing with Artificial Spin Ice. Paul Scherrer Institut Frontiers in Artificial Spin Ice , Bad Zurzach 2019-02-06 - 2019-02-08
-
Academic lectureHeiney, Kristine; Valderhaug, Vibeke Devold; Huse Ramstad, Ola; Sandvig, Ioanna; Sandvig, Axel; Tufte, Gunnar. (2019) Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. Stefano Nichele & Jianhua Zhang IEEE ICDL-EpiRob 2019 - Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities , Oslo 2019-08-19 - 2019-08-19
-
PosterHeiney, Kristine; Valderhaug, Vibeke Devold; Sandvig, Ioanna; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluating the criticality of neuronal networks toward the identification of pathological conditions . 3rd Nordic Neuroscience Meeting , Helsinki 2019-06-12 - 2019-06-14
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PosterChristiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis . 3rd Nordic Neuroscience Meeting , Helsinki 2019-06-12 - 2019-06-14
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PosterSchiro, Lars Erik; Bauer, Ulrich Stefan; Tufte, Gunnar; Sandvig, Axel; Sandvig, Ioanna. (2019) Alterations in functional spinal cord circuitry in response to injury. 3rd Nordic Neuroscience Meeting , Helsinki 2019-06-12 - 2019-06-14
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InterviewMeland, Stein Inge; Tufte, Gunnar. (2019) Bygg datamaskiner slik hjernen fungerer. Gemini Gemini [Internet] 2019-06-18
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Programme participationCreed, Ida; Tufte, Gunnar. (2019) Kople samen meneskehjerner og maskiner. NRK P2 NRK P2 [Radio] 2019-07-17
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Academic lecturePontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.. (2019) A general representation of dynamical systems for reservoir computing. UiO Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019) , Oslo 2019-08-19 - 2019-08-22
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PosterChristiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. The Norwegian Research School in Neuroscience (NRSN) The 7th National PhD Conference in Neuroscience , Bekkjarvik, Bergen 2019-09-25 - 2019-09-27
2018
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PosterHuse Ramstad, Ola; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron networks . NRSN Norwegian School of Neuroscience PhD conference , Inderøy 2018-09-19 - 2018-09-21
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Academic lectureStrømberg, Anders; Jensen, Johannes Høydahl; Digernes, Einar; Tufte, Gunnar; Folven, Erik. (2018) Unconventional Computing with Artificial Spin Ice. NTNU Nano NTNU Nano Symposium 2018 , NTNU Akrinn 2018-11-28 - 2018-11-29
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InterviewPål, Buset; Tufte, Gunnar; Downing, Keith; Bringsværd, Tor Åge; Andersen, Håkon With. (2018) Våre barn Maskinene. Vårt Land Vårt Land [Newspaper] 2018-01-26
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Programme participationNRK, P2; Tufte, Gunnar; Åm, Heidrun; hareide, dag; Grinde, Bjørn. (2018) Vestfrontmøtet: Vil du oppgradere til kroppen 2.0?. NRK radio NRK radio [Radio] 2018-08-02
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Academic lectureTufte, Gunnar. (2018) From self-organising matter to thinking machines. Universitetet i Bergen Presentasjon for UiB , Bergen 2018-06-20 - 2018-06-20
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Academic lectureTufte, Gunnar. (2018) Maverick Machines: from Self-organising Materials to Intelligence . AUTONOMIA and Oslo Metropolitan University Autonomy Day 2018 – 2nd Workshop on Autonomous and Adaptive Systems , Oslo 2018-05-03 - 2018-05-03
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PosterHuse Ramstad, Ola; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron network dynamics. FENS 2018 , Berlin 2018-07-07 - 2018-07-11
2017
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InterviewMeland, Svein Inge; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre. (2017) NTNU skal lage en ekte Kyborg. Adresseavisen online Adresseavisen online [Internet] 2017-03-08
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InterviewWolden, Grete; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre. (2017) Denne roboten blir styrt av levende hjerneceller. forskning.no online forskning.no online [Internet] 2017-03-07
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InterviewJoakimsen, Trygve Strand; Lystad, Malin Sveinsdotter; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius. (2017) Lager krysning mellom menneske og maskin. NRK Trøndelag online NRK Trøndelag online [Internet] 2017-03-07
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InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius. (2017) Forskere ved NTNU utvikler en robot som skal styres av levende hjerneceller. Teknisk Ukeblad online Teknisk Ukeblad online [Internet] 2017-03-07
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InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius. (2017) Jeg, Kyborg. Gemini online Gemini online [Internet] 2017-03-07
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PosterBauer, Ulrich Stefan; van de Wijdeven, Rosanne; Huse Ramstad, Ola; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna. (2017) Developing an engineered neural network model to use in the study of Amyotrophic Lateral Sclerosis (ALS). NRSN 5th NRSN PhD Conference 2017-09-20 - 2017-09-22
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LectureSandvig, Ioanna; Tufte, Gunnar. (2017) Robotics - The NTNU Cyborg fusing neuroscience and automation. CIUS Statoil's CIUS day , NTNU, Trondheim 2017-08-28 - 2017-08-28
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Academic lectureKnudsen, Martinius; Aaser, Peter; Huse Ramstad, Ola; Tufte, Gunnar; Valderhaug, Vibeke Devold. (2017) NTNU Cyborg på UKA Technology Conference. UKA UKA Technology Conference , Dødens Dal, Trondheim 2017-10-16 -
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InterviewWetlesen, Karin Johanne; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Stavdahl, Øyvind. (2017) Roboter med menneskelige hjerneceller er ikke lenger bare fantasi fra sience fiction. NRK radio NRK radio [Radio] 2017-03-14
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PosterBauer, Ulrich Stefan; Huse Ramstad, Ola; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an Engineered Neural Network Model for the Study of ALS. Joint Nordic Neuroscience Societies Nordic Neuroscience 2017 , Stockholm 2017-06-07 - 2017-06-09
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LectureNichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar. (2017) CA-NEAT: An Evolved Cellular Automata Morphogenetic System Based On Compositional Pattern-Producing Network Developmental Mappings. Rene Doursat, European Conference on Artificial Life 2017 7th Morphogenetic Engineering Workshop (MEW) at ECAL 2017 , Lyon 2017-09-04 - 2017-09-04
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InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius. (2017) I, Cyborg. Gemini online Gemini online [Internet] 2017-04-04
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PosterRamstad, Ola Huse; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar; Sandvig, Axel. (2017) Modelling dynamics of motoneuron networks and spinal cord injury in vitro. Joint Nordic Neuroscience Societies Nordic Neuroscience 2017 , Stockholm 2017-06-07 - 2017-06-09
2016
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PosterJordal, Iver; Tufte, Gunnar; Brandtsegg, Øyvind. (2016) EVOLVING NEURAL NETWORKS FOR CROSS-ADAPTIVE AUDIO EFFECTS. Queen Mary University of London AES Workshop on Intelligent Music Production, London, UK, 13 September 2016 , London 2016-09-13 - 2016-09-13
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PosterLaketic, Dragana; Tufte, Gunnar. (2016) Hierarchical Dynamics Exhibited by Evolution-In-Materio Systems. Martyn Amos, Manchester Metropolitan University Unconventional Computation and Natural Computation, UCNC 2016 , Manchester 2016-07-11 - 2016-07-15
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Programme participationTarjem, Guro; Stavdahl, Øyvind; Knudsen, Martinius; Nichele, Stefano; Tufte, Gunnar; Ramstad, Ola Huse. (2016) Norsk robot får hjerneceller fra mennesker. NRK P2 - Ekko NRK P2 - Ekko [Radio] 2016-10-18
2015
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PosterLaketic, Dragana; Tufte, Gunnar. (2015) An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes. Jun Suzuki, University of Massachusetts, Boston, USA 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS) , New York 2015-12-03 - 2015-12-05
2014
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LectureLykkebø, Odd Rune Strømmen; Tufte, Gunnar; Miller, Julian; Harding, Simon. (2014) Evolution in materials. ALIFE2014 2014-07-30 - 2014-08-02
2009
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Academic lectureTufte, Gunnar. (2009) The Discrete Dynamics of Developmental Systems. IEEE IEEE Congress on Evolutionary Computation (IEEE CEC 2009) , Trondheim 2009-05-18 - 2009-05-21
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Academic lectureTufte, Gunnar. (2009) Evolvable Machines: An EvoDevo Approach. NAIS Norwegian Artificial Intelligence Symposium 2009-11-23 - 2009-11-23
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Academic lectureTufte, Gunnar. (2009) LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology. INSTICC Internationl Joint Conference on Computational Inteligence. , Madeira 2009-10-05 - 2009-10-07
2008
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Academic lectureJaccheri, Letizia; Trifonova, Anna; Tufte, Gunnar; Gangvik, Espen. (2008) The Open Wall. University of Liverpool The 3rd International Conference on Digital Live Art -- (re)Actor3 , Liverpool 2008-09-02 - 2008-09-03
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Academic lectureTufte, Gunnar. (2008) Discovery and Investigation of Inherent Scalability in Developmental Genomes. The 8th International Conference on Evolvable Systems: From Biology to Hardware , Prague, Czech Republic 2008-09-21 - 2008-09-24
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Academic lectureTufte, Gunnar. (2008) Virtual reality based prototyping of emergent behaviour in robots. StatoilHydro Industrial Gaming 08 , StatoilHydro Research Centre Rotvoll, Trondheim 2008-10-22 - 2008-10-23
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Academic lectureTufte, Gunnar. (2008) Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development. GECCO 2008 , Atlanta 2008-07-12 - 2008-08-16
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Academic lectureTufte, Gunnar. (2008) Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information. Artificial life XI The Eleventh International Conference on the Simulation and Synthesis of Living Systems , Winchester 2008-08-05 - 2008-08-08
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Academic lectureHaddow, Pauline; Tufte, Gunnar. (2008) Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems. Bruno University, Tsjekkia International conference from biology to hardware: evolvable systems (ICES 2008) , Prague 2008-09-21 - 2008-09-24
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PosterTufte, Gunnar. (2008) Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture. EvoStar 2008 , Napoli 2008-03-26 - 2008-03-28
2007
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Academic lectureHaddow, Pauline; Tufte, Gunnar. (2007) Achieving a Simple Development Model for 3D Shapes: Are Chemicals Necessary?. ACM GECCO 2007 , London 2007-07-07 - 2007-07-11
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Academic lectureHaddow, Pauline; Tufte, Gunnar. (2007) Extending Artificial Development: Exploiting Environmental Information for the Achievement of Phenotypic Plasticity. foredrag 2007-09-21 - 2007-09-23
2006
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Academic lectureTufte, Gunnar. (2006) Cellular Development: A Search for Functionality. CEC 2006 , Vancover 2006-07-16 - 2006-07-21
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Academic lectureTufte, Gunnar. (2006) Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System. AHS 2006 , Istanbul 2006-06-15 - 2006-06-18
2005
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Programme managementTufte, Gunnar. (2005) Mikroprosessorar ? ein del av kvardagen. NRK1 NRK1 [TV] 2005-01-30
2003
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PosterHaddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; Van remortel, Piet; Petrovic, Pavel. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA, Department of defence (DoD), USA NASA / DoD Conference on Evolvable Hardware , Chicago 2003-07-09 - 2003-07-11
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Academic lectureTufte, Gunnar; Haddow, Pauline. (2003) Identification of Functionality during Development on a Virtual Sblock FPGA. 2003 Congress on Evolutionary Computation, CEC 2003 , canberra, Australia 2003-12-12 -
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Academic lectureTufte, Gunnar; Haddow, Pauline. (2003) Building Knowledge into Developmental Rules for Circuite Design. Evolvable Systems: From Biology to Hardware, 5th International Conference, ICES2003 , Trondheim, Norge 2003-03-17 - 2003-03-20
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PosterHaddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; van Remortel, Piet. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2003 NASA / DoD Conference on Evolvable Hardware , The Westin Michigan Avenue, Chicago, Illinois, USA 2003-07-11 -
2002
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PosterHaddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; Van remortel, Piet; Petrovic, Pavel. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA, DoD ( Department of defence), USA NASA / DoD Conference on Evolvable Hardware , Alexandria, Virginia 2002-07-15 - 2002-07-18
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PosterHaddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; van Remortel, Piet. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2002 NASA / DoD Conference on Evolvable Hardware , Alexandria, Virginia, USA 2002-07-15 -
2001
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Academic lectureHaddow, Pauline; Tufte, Gunnar. (2001) Bridging the Genotype-Phenotype Mapping for Digital FPGAs. The Third NASA/DoD Workshop on Evolvable Hardware , Long Beach, California, USA 2001-07-12 - 2001-07-14
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Academic lectureHaddow, Pauline; Tufte, Gunnar; van Remortel, Piet. (2001) Shrinking the Genotype: L-systems for EHW ?. The 4th International Conference on Evolvable Systems: From Biology to Hardware, ICES2001 , Tokyo, Japan 2001-10-03 - 2001-10-05
2000
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Academic lectureHaddow, Pauline; Tufte, Gunnar. (2000) An evolvable hardware FPGA for adaptive hardware. The 2000 Congress on Evolutionary Computation , San Diego California, 16 - 19 July 2000 2000-07-16 - 2000-07-19
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Academic lectureTufte, Gunnar; Haddow, Pauline. (2000) Evolving an adaptive digital filter. The Second NASA/DoD Workshop on Evolvable Hardware , Palo Alto, California, USA July 13 - 15, 2000 2000-07-13 - 2000-07-15
1999
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Academic lectureHaddow, Pauline; Tufte, Gunnar. (1999) Evolving A Robot Controller in Hardware. Norsk Informatikk Konferanse, NIK'99 , Trondheim, Norway, 16-17 Nov, 1999
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Academic lectureTufte, Gunnar; Haddow, Pauline. (1999) Prototyping a GA Pipeline for Complete Hardware Evolution. The first NASA/DoD Workshop on Evolvable Hardware , Pasedena, California, July 19-21, 1999 1999-07-19 - 1999-07-21